This book describes the optimization methods most commonly encountered in signal and image processing: artificial evolution and Parisian approach; wavelets and fractals; information criteria; training and quadratic programming; Bayesian formalism; probabilistic modeling; Markovian approach; hidden Markov models; and metaheuristics (genetic algorithms, ant colony algorithms, cross-entropy, particle swarm optimization, estimation of distribution algorithms, and artificial immune systems).
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Patrick Siarry is a Professor of Automatics and Informatics at the University of Paris-Est Créteil, where he leads the Image and Signal Processing team in the Laboratoire Images, Signaux et Systèmes Intelligents – Li SSi.
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Lingua Inglese ● Formato EPUB ● Pagine 352 ● ISBN 9781118623671 ● Dimensione 8.3 MB ● Editore Patrick Siarry ● Casa editrice John Wiley & Sons ● Pubblicato 2013 ● Edizione 1 ● Scaricabile 24 mesi ● Moneta EUR ● ID 2642145 ● Protezione dalla copia Adobe DRM
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